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I don't have a direct answer to your question and I suspect you've already found an answer in the last 2 years but for the sake of anyone else looking at this it is possible to save an rqt perspective with the topics from your launch file. Ironically this same functionality may be what is causing rqt_plot to remember previous sessions.

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